Báo cáo y học: "Changes in 10-12 year old’s fruit and vegetable intake in Norway from 2001 to 2008 in relation to gender and socioeconomic status - a comparison of two cross-sectional groups" pptx

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Báo cáo y học: "Changes in 10-12 year old’s fruit and vegetable intake in Norway from 2001 to 2008 in relation to gender and socioeconomic status - a comparison of two cross-sectional groups" pptx

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RESEARCH Open Access Changes in 10-12 year old’s fruit and vegetable intake in Norway from 2001 to 2008 in relation to gender and socioeconomic status - a comparison of two cross-sectional groups Marit Hilsen 1,2* , Maartje M van Stralen 3 , Knut-Inge Klepp 2 and Elling Bere 1 Abstract Background: Norwegian children and adolescents eat less than half of the recommended 5 portions of fruit and vegetables (FV) per day. Gender and socioeconomic disparities in FV consumption shows that boys and children of lower socioeconomic status (SES) eat less FV than girls and high SES children. We also know that accessibility and preferences has been identified as two important determinants of FV intake. The objectives of this study were to compare FV intake among Norwegian 6 th and 7 th graders in 2001 and 2008, to explor e potential mediated effects of accessibility and preferences on changes in FV over time, to explore whether these changes in FV intake was moderated by gender and/or SES and whether a moderated effect in FV intake was mediated by accessibility and preferences of FV. Methods: The baselin e survey of the Fruits and Vegetables Make the Marks project was conducted in 2001 at 38 randomly chosen schools in two Norwegian counties. A second survey was conducted at the same schools in 2008. A total of 27 schools participated in both surveys (2001 n = 1488, 2008 n = 1339). FV intake was measured by four food frequency questions (times/week) in a questionnaire which the pupils completed at school. SES was based on parents’ reports of their own educational level in a separate questionnaire. The main analyses were multilevel linear regression analyses. Results: A significant year*parental educational level interaction was observed (p = 0.01). FV intake decreased among pupils of parents with lower educational level (13.9 vs. 12.6 times/week in 2001 and 2008, respectively), but increased among pupils of parents with higher education (14.8 vs. 15.0 times/week, respectively). This increasing SES disparity in FV intake was partly mediated by an increasing SES disparity in accessibility and preferences over time, wherein children with higher educated parents had a steeper increase in accessibility and preferences over time than children with lower educated parents. The year*sex interaction was not significant (p = 0.54). Conclusions: This stud y shows an increase in SES disparities in 6 th and 7 th graders FV intake from 2001 to 2008, partly mediated by an increasing SES disparity in accessibility and preferences of FV. Keywords: Fruit and vegetable intake, time trends, gender, socioeconomic status, children Background Research shows that a diet high in fruits and vegetables (FV) reduces the r isk of developing several chronic dis- eases [1] and that food habits and preferences estab- lished during childhood and adolescents track well into adulthood [2,3]. Childhood is therefore a crucial time point to initiate lifelong healthy eating habits and thereby achieve a maximum preventive effect against diet rela ted chronic diseases. However, data shows that less than 50% of Norwegian 8 th graders consume the recommended intake of FV per day. Only 11% of the 8 th graders consumed more than 500 grams FV per day and * Correspondence: marit.hilsen@medisin.uio.no 1 Faculty of Health and Sport, University of Agder, Norway Full list of author information is available at the end of the article Hilsen et al. International Journal of Behavioral Nutrition and Physical Activity 2011, 8:108 http://www.ijbnpa.org/content/8/1/108 © 2011 Hilsen et al; licensee BioMed Central Ltd. This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http:// creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provid ed the original work is properly cited. the mean FV intake among 8 th graders was 255 grams per day [4,5]. Norway is a welfare state with a high gross domestic product (GDP) per capita. However, social disparities, including health behaviour and outcome, is evident i n Norway [6]. E.g. food choices have been reported to fol- low a socioeconomic gradient indicating that groups of higher socioeconomic status (SES) consume healthy food items more frequently than individuals of lower SES [7]. These gradients have also been observed among children and adolescents [4,8,9]. In addition to social disparities in food choices, gender differences have also been observed indicating that girls report to eat more FV than boys [9]. Beyond socioeconomic and gender differences the aetiology o f food behaviour may be further understood by studying determinants of FV intake. Modifiable determi nan ts such as accessibility and preferences have, in addition to being correlated (r = 0.43 and r = 0.45, respect ively) to FV intake [10], also been reported to be among the strongest predictors to explain future FV intake among schoolchildren [11]. Previous longitudinal analysis within the Fruits and Vegetables Make the Marks (FVMM) cohort project showed that perceived accessibility alone explained 90% (age 12.5) and 50% (age 15.5) of parental educational disparities [8], and preferenc es alone explained 81 % of the gender dispari- ties [12] observed in FV intake among adolescents. The Norwegian government has aimed at reducing the social disparities in health behaviour and outcome by several initiatives [13] including nutritional guidelines [14,15]. Due to these governmental efforts it is of great interest to study the most recent develo pmen t in health related trends. Data on the development of gender and socioeconomic disparities in eating habits over the last years is scarce and the need for such results are there- fore called for in order to tailor effective interventions in the future. The objectives of this study were to compare FV intake among Norwegian 6 th and 7 th graders in 2001 and 2008 , to explore potential mediated effects of acces- sibility and preferences on changes in FV over time, to explore whether these changes in FV intake was moder- ated by ge nder and /or S ES and whether this moderating effect on changes in FV intake over time was mediated by accessibility and preferences of FV. Methods Design and study sample In 2001, 48 schools from Hedmark and Telemark coun- ties (24 schools in each county) were randomly selected and invited to participate in the FVMM research project (cohort I), and 19 schools from each county agreed to participate. All 6 th and 7 th graders (age 10-12) in these 38 schools were invited to take part in a questionnaire survey (which was the baseline survey for the FVMM intervention project) [16-18]. These 38 schools were re- contacted in 2008 and invited to once more participate in a similar survey among 6 th and 7 th graders (cohort II). At that time 27 schools agreed to participate, and all 6 th and 7 th graders in these 27 schools we re invited to take part in the survey. The study sample of these two repeated cross-sectional studies includes 6 th and 7 th gra- ders from both 2001 and 2008 at these 27 schools. Both studies were conducted in the September month. During this period there has been some changes in FV availabil- ity at some of the schools. A subscription program was implemented nation-wide in 2003, and all elementary schools are eligible to participate. This subscription pro- gram offers subscribing pupils one fruit or vegetable per day at schools taking part in the program. The cost of the subscription, covered by the parents, was 2.50 NOK per day (approximately €0.30). From autumn 2007, an official free school fruit program (without parental pay- ment) was implemented in all secondary elementary schools (grades 8-10) and all combined schools (grades 1-10). Theref ore, in 2001 none of the schools included in this study had any organized FV program, but in 2008,only5schoolshadafreeFVprogram,10schools had a FV subscription program and 12 schools had no FV program. These nation-wide school fruit scheme has recently been evaluated within the FVMM project [19]. Research clearance was obtained from The Norwegian Social Science Data Services. Instrument A questionnaire was completed by the pupils in the class- room in the presence of a trained project worker. One school-lesson (45 minutes) was used to complete the questionnaire. The FV intake among the pupils was assessed by the following four frequency questions; how often do you eat 1) vegetables for dinner, 2) other vegeta- bles (e.g., carrot for school lunch), 3) apples, oranges, pears or bananas, 4) other fruits or ber ries. The response categories for all four questions had 10 alternatives ran- ging from ‘never’ =0to‘several times a day’ = 10, giving a scale ranging from 0 to 40 times per week. In a sample of 114 6 th grade pupils, the test-retest correlation of this scale was 0.75 [20]. The correlation between the scale and a validation method (7 day food diary) was 0.32 in a separate validation study of 85 6 th grade pupils, a correla- tion which is similar to what have been found in other studies among the same age group [20]. The potential determinants, accessibility and prefer- ences, were assessed by respectively five and four state- ments in the questionnaire w ith response a lternatives ranging from ‘I fully disagree’ (value = -2) to ‘I fully agree’ (value = 2). The scores of t hese questions were summed. Hilsen et al. International Journal of Behavioral Nutrition and Physical Activity 2011, 8:108 http://www.ijbnpa.org/content/8/1/108 Page 2 of 8 Preference had a possible range from -8 to 8 and was assessed by the following statements: ‘Fruits and vegetables make my meals taste better’, ‘Ireallylikerawvegetables’, ‘Fruits are among the best (foods) I know’ and ‘Fruits and vegetables are very suitable as snacks’. Perceived accessibil- ity at home had a possible range from -10 to 10 and was assessed by: ‘At home we usually have fruits and vegeta- bles in the refrigirator’, ‘At home I am allowed to eat fruits and vegetables whenever I want’, ‘Mother or father do sometimes cut fruits and vegetables for me as a snack’, “At home we usually have vegetables for dinner every day” and ‘At home we usually have fruits available in a (fruit-) bowl’. These scales have been analysed for reliability, with test- retest correlations of 0.66 (accessi bility) and 0.74 (prefer- ence) [21]. The pupils rep orted their own gender. After complet- ing the questionnaire the pupils received a parent ques- tionnaire to bring home to their parents for one of the parents to complete. The parents educational level was assessed individually by the parent answering the ques- tion: “What level of educ ation do you have?”. The ques- tion had four response a lternatives: ‘elementary school’, ‘high school’, ‘college or uni versity (3 years or less)’, and ‘co llege or university (more than 3 ye ars)’. This variable was dichotomized (lower: having no college or university education/higher: having attended college or university). The majority of those who completed the parental ques- tionnaire were mothers (81.9%). Statistical analyses Descriptive analyses were conducted by using one-w ay ANOVA in SPSS 14 (Table 1 and 2). The main analyses conducted were multilevel linear regression analyses using MLWin (version 2.02). We defined two levels in our multilevel analyses (1) student and (2) school. All models included time (2001 vs. 2008), gender, parental education and also whether the school participated in any school f ruit program, as independent variables or covariates. First we calculated the total effect of time on FV intake (c-coefficient) (Figure 1). Second, the mediated effect of accessibility and preferences of the changes in FV intake over time were examined by using the products of coefficient method [22]. In this method, first the effect of time on the theoretical mediators accessibility and preferences is calculated (a-coefficient), followed by the calculation of the association of the the- oretical mediators (i.e. accessibility and preferences) on FV intake after c ontrolling for time (b-coefficient). The mediated effect is the product of the a- and b coefficient (a*b) and provides an estimate of the relative strength of the mediation effect. The Sobel test was used to assess the statistical significance of a mediating effect by divid- ing the products-of coefficients (a*b) by its standard error SE ab = √((a 2 *SE b 2 )+(b 2 *SE a 2 )). Third, in o rder to examine whether the trend in FV intake wasdifferent for different SES or gender groups (see Figure 1), we tested the moderated effect of parental education and gender on the changes in FV intake over time, by including two interaction terms ((1) time* parental_edu- cation and (2) time*gender)) into the first regression analyses (c mod -coefficient). A significant interaction term would indicate different changes in FV intake over time for the different subgroups. Fourth, in order to investi- gate the underlying reason for a possible interaction Table 1 Characteristics of the study population, FV intake and determinants of FV intake in the 2001 and 2008 survey 2001 2008 n Mean (95% CI) n Mean (95% CI) Schools 27 27 Pupils 1488 1339 Gender Boys 748 (50.3%) 630 (47.9%) Girls 738 (49.7%) 684 (52.1%) Grade 6th 782 (52.6%) 686 (51.3%) 7th 706 (47.4%) 652 (48.7%) Parents 1230 996 Parental educational level EDU high 511 (42.2%) 527 (53.6%) EDU low 699 (57.8%) 457 (46.4%) Intake and determinants FV intake 1442 14.2 (13.8 - 14.6) 1263 13.9 (13.5 - 14.2) Accessibility 1487 4.0 (3.8 - 4.2) 1333 5.1 (4.9 - 5.3) Preferences 1480 2.7 (2.5 - 2.9) 1320 3.1 (2.9 - 3.2) CI, confidence interval. FV intake, fruit and vegetable intake. EDU high, higher parental education. EDU low, lower parental education Hilsen et al. International Journal of Behavioral Nutrition and Physical Activity 2011, 8:108 http://www.ijbnpa.org/content/8/1/108 Page 3 of 8 with SES or gender, a test of mediation of a moderating effect was conducted where it is assumed that the inter- action p redicts a mediator which predicts the outcome [23]. In other words, we exa mined whether a possible SESorgenderdisparityinchangesinFVintakeover time could be explained by a SES or gender disparity in changes in the potential mediators over time (see Figure 2 and 3). First we calculated the effect of the interaction terms (i.e. time*education_parents and time*gender) on the theoretical mediators (i.e. accessibility and prefer- ences) (a mod -coeffient). Second, we calculated the effect of the theoretical mediators on FV intake when adjusted for the interaction terms between the moderator and independent variable (i. e. time*education_parents and time*gender) and the interaction terms between the moderator a nd the mediator variable (i.e. accesibility*- parental_educatio n and accessibility*gender or preferen- ce*parental_education and preference*gender) (b mod - coefficient). The mediation of a moderation effect can be estimated by the product-of-coefficient test (a mod *b- mod ) and its significance can be estimated by dividing it by its standard error (SEa mod b mod = √((a mod 2 *SEb mod 2 ) +(b mod 2 *SEa mod 2 )). An examination of the residuals did not reveal unacceptable departures from normality. Since interaction terms have less power, p values, as an indicator of the significance, of interaction terms are recommended to be set at 0.10 [24]. All analyses in the current paper have been adjusted fo r whether th e pupils were in schools participating in the fruit program or not. Attrition analys is were condu cted, comparing the pupils at the 27 schools included in the study sample with the pupils at the 11 schools participating in 2001 but not in 2008, regarding gender, parental education, FV intake, accessibility and preferences. For the analysis t-tests were used for continous variables and c 2 statistics were used (categorical data ). No significant differences between the study sample and pupils at schools that did not participate in 2008 were found. Results A total of 1488 pupils (out of 1727 eligible; 86%) in 2001 and 1339 pupils (out of 1712 eligible; 78%) in 2008 completed the questionnaire and brought home a parent questionnaire t o be completed by one of their parents. For respectively 1230 and 996 pupils, one of their par- ents completed the parent questionnaire. Descriptions of the samples in 2001 and 2008 are presented in Table 1. Changes in FV intake, accessibility and preferences over time Table 1 shows the changes in FV intake, acce sibility and preferences of FV over time. A decrease in FV intake from 14.2 to 13.9 times/w eek among 6 th and 7 th graders Table 2 Comparisons of the 2001 and 2008 cohorts on the four separate FFQ items Question n Mean Standard Deviation p-value* How often do you eat vegetables for dinner? 2001 1476 3.8 2.2 2008 1321 3.9 2.1 0.439 How often do you eat other vegetables? 2001 1462 2.8 2.5 2008 1292 2.5 2.3 0.003 How often do you eat apples, oranges, pears or bananas? 2001 1470 4.6 2.7 2008 1317 4.9 2.5 0.009 How often do you eat other fruits and berries? 2001 1466 3.0 2.5 2008 1294 2.7 2.2 < 0.001 * One-Way ANOVA Independent variable: Time Potential mediators: Accessibility Preferences Potential moderators: Parental education Gender c a b c mod Outcome variable: Fruit and vegetable intake Figure 1 Model of mediation and moderation of changes in FV intake over time. Time Parental education Time* parental education Accessibility Fruit and vegetable intake c mod =1.36, SE= 0.57 c’ mod = 0.72, SE= 0.53 a= 0.55, SE= 0. 2 9 b= 0.84, SE= 0.08 Figure 2 Model of mediation of accessibility on moderated effect of SES on changes in FV intake. Hilsen et al. International Journal of Behavioral Nutrition and Physical Activity 2011, 8:108 http://www.ijbnpa.org/content/8/1/108 Page 4 of 8 at the 27 schools was observed from 2001 to 200 8 (c = -0.55,SE=0.29,p=0.06).Atthesametimemean scores in both accessibility and preferences significantly increased from 4.0 to 5.1 (a = 1.08, SE = 0.15, p < 0.001) and from 2.7 to 3.1 (a = 0.31, SE = 0.15, p < 0.05), respectively. Analyzing the four items in the FV scale separately, the consu mpti on of ‘vegetables for din- ner’ (3.8 vs. 3.9 times/week, p = 0.44) and ‘apples, oranges, pears and banana s’ (4.6 vs. 4.9, p = 0.009) increased, while the intake of ‘other vegetables’ (2.8 vs. 2.5, p = 0.003) and ‘other fruits and berries’ (3.0 vs. 2.7, p < 0.001) decreased from 2001 to 2008 (Table 2). Mediated effect of accessibility and preferences on changes in FV intake over time Mediation analyses showed that both changes in accessibility (ab = 0.89, SE = 0.13, p < 0.001) and changes in preferences (ab = 0.25, SE = 0.12, p < 0.05) suppressed the changes in FV intake over time (Table 3). Suppressor effects, also called inconsistent mediated effects, are mediated effects with a different sign than the direct effect in a model. This inconsis- tent mediator suppresses the total effect. In other words,thedecreaseinFVintakeovertimewould have been higher if the accessibility and preference of FV had not increased. Moderated effect of parental education and gender on changes in FV intake over time During this time period the proportion of parents with higher education increased from 42.2% to 53.6% (Table 1). The multilevel linear regression analysis on FV intake showed a significant interaction between parental educa- tion level and time (c mod = 1.36, SE = 0.57, p = 0.01) (Figure 2 and 3). Subgroup analyses showed that FV intake decreased among pupils of parents with a low educationfrom13.9times/weekin2001to12.6times/ week in 2008 (c = -2.72, SE = 0.73 , p < 0.001), and slightly increased among pupils of parents with higher educationfrom14.8times/weekin2001to15.0times/ week in 2008 (c = 1.08, SE = 0.77, p = 0.16). These results indicate that SES disparity of FV intake increased over time in which lower SES children had a higher decrease in FV intake over time compare to a more stable intake among higher SES children . No significant interaction between time and gender was found (c mod = 0.31, SE = 0.57, p = 0.59). Mediation of a moderated effect of parental education and gender on changes in FV intake Parental education moderated the ch anges in accessibil- ity (a mod = 0.55, SE = 0.29, p = 0.06) (Figure 2) and pre- ferences (a mod = 0.46, SE = 0.29, p = 0.11) (Figure 3) over time (Table 4). Subgroup analyses showed that children with high educated parents had a steeper increase in accessibility (a mod = 1.17, SE = 0.38, p < 0.00) and preferences (a mod = 0.1 4, SE = 0.38, p = 0.70) than children with low educated parents (a mod = 0.82, SE = 0.40, p < 0.05; a mod = 0.05, SE = 0.39, p = 0.90). These results indicate that SES disparity in FV accessi- bility and preferences increased over time in which higher SES children had a higher increase in accessibility and preferences than lower SES children. Both accessi- bility (b mod = 0.84, SE = 0.08, p < 0.001) and preferences (b mod = 0.89, SE = 0.08, p < 0.001) were significantly independent associated with FV intake when adjusted for the independent variables and interaction term between time and parental education. A mediating effect of accessibility (ab mod = 0.46, SE mod = 0.24, p = 0.05) and p references (ab mod = 0.41, SE mod = 0.26, p = 0.11) on the moderating effect of SES on FV intake was found (Table 4). This indicates that the increasing SES dispar- ity in changes in FV intake over time could partly be explained by an increasing SES disparity in accessibility and pre ferences of FV over time. No significant media- tion of accessibility (ab mod = 0.05, SE = 0.25, p = 0.84) and preferences (ab mod = 0.22, SE = 0.26, p = 0.39) was found on the moderating effect of gen der on changes in FV intake over time. Time Parental education Time* parental education Preferences Fruit and vegetable intake c mod =1.36, SE= 0.57 c’ mod = 0.78, SE= 0.52 a= 0.46, SE= 0. 2 9 b= 0.89, SE= 0.08 Figure 3 Model of mediation of preferences on moderated effect of SES on changes in FV intake. Table 3 Trend in FV intake and the mediated effect of preferences and accessibility on this trend c (SE) c’ (SE) a(SE) b (SE) ab (SE) FV intake -0.55 (0.29)‡ Accessibility 1.42 (0.26)*** 1.08 (0.15)*** 0.82 (0.04)*** 0.89 (0.13)*** Preferences 0.83 (0.26)** 0.31 (0.15)* 0.83 (0.04)*** 0.25 (0.12)* c = total change in FV intake over time; c’ = change in FV intake over time when adjusted for changes in the mediator; a = change in mediator over time; b = association between mediator and FV intake when adjusted for changes over time; ab = mediated effect using the product of coefficient test. SE, standard error. All analyses are adjusted for clustering effects and time, gender, parental education and treatment condition. ‡ p < 0.10; * p < 0.05; **p < 0.01; ***p < 0.001 Hilsen et al. International Journal of Behavioral Nutrition and Physical Activity 2011, 8:108 http://www.ijbnpa.org/content/8/1/108 Page 5 of 8 Discussion The present study shows an increase in SES disparity in FV intake among 10-12 year olds from 2001 to 2008, wherein low SES children h ad a steeper decline in FV intake than high SES children. This increase in SES dis- parity was partly mediated by a n increasing S ES dispar- ity in a ccessibility and preferences, wherein high SES children had a steeper increase in accessibility and pre- ferences than low SES children. Moreover, increases in accessibility and pref erences over time were found to suppress the decrease in FV intake over time. This in di- cates that the decrease in FV intake would have been higher if accessibility and preferences had not increased over time. This points out that accessibility and prefer- ences are relevant determinants of FV intake which con- firms the findings of previous research [11]. The gender disparity regardin g FV intake did not change from 2001 to 2008. Studies on how the socioeconomic disparities in eating behaviors have developed over time are limited. Previous observational studies on dietary behavior reveal that healthy eating h abits decreases as the adolescents get older, and that the SES disparities increased [2]. In a recent review, adolescents’ of lower SES had poo rer diets compared to adolescents of higher SES in 14 out of 16 studies [25]. The authors concluded that the observed associations between SES and eating habits among adolescents seemed less robust than the associa- tion between SES and eating habits among adults. Within the FVMM study previous longitudinal analysis has shown an increased socioeconomic disparity in FV intake among adolescents as they aged from 12.5 (year 2002) to 15.5 years (year 2005). The difference in the socioeconomic disparities in FV intake among these adolescents increased from 1.3 times/week in 2002 (age 12.5, p = 0.03) to 2.4 times/week in 2005 (age 15.5, p < 0.001) [8]. The present study shows that the SES dispa- rities in FV intake within the same age group (10-12 year olds) i ncreased from 0.9 in 2001 to 2.4 times/week in 2008 (d ata not shown). A study on similar trends in SES differences in FV intake among Dutch schoolchil- dren recently reported that girls of mothers with lower educational level reported lower fruit intake in 2009 compared to 2003 (unpublished work by Fischer C, Brug J, Tak N and Te Velde S). This shows that there probably is a trend in the society tow ards greater SES disparities with regard to FV intake in two highly devel- oped countries, Norway and the Netherlands. This trend might also explain at least parts of the age-trend reported above. Whether it is t he increasing age or development in t ime which contributes most to these increased socioeconomic disparities needs further investigation. Bere and colleagues [8] have previously reported that SES disparities regarding perceived accessibility and pre- ferences for FV explains most of the SES d ifferences observed in FV intake. The present study adds to this by showing that changes in accessibility and preferences also mediate parts of the increasing SES disparit ies regarding changes in FV intake within the same age group from 2001 to 2008, wherein high SES children had a higher increase in accessibility and preferences than low SES children. This increasing disparities regarding SES differences in adolescents FV intake, accessibility a nd preferences of FV is the opposite trend of what the Norwegian govern- ment has been aiming for [14]. One effort of the Norwe- gian government in trying to reduce social dispari ties in health is a free school fruit scheme implemented at all secondary schools (grades 8-10) and all combined schools (1-10) from fall 2007. It is now legally estab- lished that all pupils in secondary schools receive a free fruit at school every school day [26]. This nation-wide free school fruit scheme has recently been evaluated within the FVMM project [19], using the same data set as the present study. A greater increase in fruit intake within the schools participating in the program (i.e. schools with grades 1-10, 5 out of the 27 schools) com- pared to the other schools was observed. In addition, it was indicated that the free fruit scheme was effective in increasing fruit intake in all groups at these schools (including boys and pupils of lower SES) as th e interac- tions between intervention effect and gender and SES were not significant. However, this effect was probably Table 4 Mediated effect of accessibility and preferences on moderated effect of SES on FV intake trend c mod (SE) c’ mod (SE) a mod (SE) b mod (SE) ab mod (SE) FV intake 1.36 (0.57) Accessibility 0.72 (0.53) 0.55 (0.29) ‡ 0.84 (0.08)*** 0.46 (0.24)‡ Preferences 0.78 (0.52) 0.46 (0.29) 0.89 (0.08)*** 0.41 (0.26) the interaction term (time*parental education) is the independent variable. c mod = effect of parental education on the changes in FV intake over time; c’ mod = effect of parental education on the changes in FV intake over time adjusted for changes in the mediator; a mod = effect of parental education on the changes in the mediators over time; b mod = association between mediators and FV intake when adjus ted for the moderator; ab mod = medi ated effect of mediators on the effect of parental education on the change in FV intake over time. SE, standard error. All analyses are adjusted for clustering effects and time, gender, parental education and treatment condition. ‡ p < 0.10; *p < 0.05; **p < 0.01; ***p < 0.001 Hilsen et al. International Journal of Behavioral Nutrition and Physical Activity 2011, 8:108 http://www.ijbnpa.org/content/8/1/108 Page 6 of 8 not sufficient in order to limit the increasing socioeco- nomic disparities in the pupils’ frequen cy of FV con- sumption, as presented in the present paper, during the same period. This might be because only a limited num- ber of schools (5 out of 27) received free fruit. The results of Bere et al. [19] also showed that in schools not participating in any FV program the percentage of pupils eating FV at school 4-5 days per week increased by 12 percentage points among the pupils of high SES whereas there were no changes in the low SES group from 2001 to 2008, adding support to our findings in the present study. The contradicting results on the time trend in FV intakefoundinthecurrentstudy,comparedtoBereet al. [19] may be explained by the methods used to assess FV intake. In the study referred to above, a 24-h recall was used to assess FV intake in order to assess the effect of the school fruit programs, while the cur- rent study used FFQ’stoassessFVintaketobeableto relate FV intake to accessibility a nd preferences. In the current study however, we observed an increase in intake of apples, oranges, pears and bananas from 2001 to 2008 (Table 2). This may reflect an increased intak e of fruits at school, as the school fruit scheme mostly serves these kinds of fruits. The decline reported in consumption of other vegetables and other fruits and berries assessed by the FFQ’s(Table2)mightbedue to these questions being somehow vague. However, during the last decade there has been considerable publicity by the No rwegiangovernmentonpromoting FV intake, also among children and adolescents. This might have contributed that the pupils of 2008 were more aware and able to report their FV intake com- pared to the 2001 pupils. A hypothesis might be that pupils of 2008 report to eat more FV on tho se occa- sions where they know they are served FV (school and dinner) and being less likely to over report on vague items such as ‘other vegetables/fruits’. A strength of the present study is that it includes pupils at two time points (2001 and 2008) from the same 27 randomly selected schools. There are some lim- itations to this study. First, the schools included were from only 2 out of 19 Norwegian counties. However, since the attrition analy sis showed no s ignificant differ- ences between study sample and the 11 schools not par- ticipating in 2008 and since Norway is a rather homogenous country the results from this study can probably be generalized to all Norwegian counties. Sec- ond, the 2008 sample had a higher proportion of high SES pupils compared to the 2001 sample (i.e. in 2008 more of the parents reported a higher education level). A higher proportio n of high SES pupils in the study sample for 2008 probably reflect the increasing educa- tional level in the population [27]. However, it may also be that the proportionally l ess pupils in 2008 compared to 2001 had parental reported SES data and that research suggests that parents of high SES groups are more likely to respond to research requests. Thi rd, most of the parents who filled out the questionnaires, and who’s educational level was used to assess SES, were mothers (81.9%). This might not reflect the all over family SES completely. Our findings i ndicate the need for further research and enhanced efforts to reduce the socioeconomic dis- parities in adolescent FV intake. A next question would be to ask: How can we improve the accessibility at home and preferences among children and adolescents of low SES groups? There is clearly a need for interven- tion studies on increasing the children and a dolescents accessibility and preferences, especially among those of the lower SES groups. Conclusions The results show an increase in social disparities f rom 2001 to 2008 in FV intake, accessibility and prefe rences of FV among adolescents aged 10-12 years. Accessibilit y and preferences mediated parts of the increase in SES disparity in FV intake. Funding The project was funded by the Norwegian Research Council (Grant number 185817/V50). The contribution of MMS was funded by Netherlands Organization for Health Research and Development (Grant number 121520002). Abbreviations FV: fruits and vegetables; GDP: gross domestic product; SES: socioeconomic status; FVMM: Fruits and Vegetables Make the Marks; ANOVA: Analysis of variance between groups; SPSS: Statistical Package for the Social Sciences; SE: standard error; CI: confidence interval. Author details 1 Faculty of Health and Sport, University of Agder, Norway. 2 Department of Nutrition, Faculty of Medicine, University of Oslo, Norway. 3 Department of Public and Occupational Health, the EMGO Institute for Health and Care Research, VU Universi ty Medical Center, the Netherlands. Authors’ contributions KIK conceived the study in 2001. EB conceived the study in 2008. EB and MH designed the current study. MH and MMS analyzed the data and all authors contributed to interpretation. MH drafted the manuscript and MMS, EB and KIK critically revised it. All authors approved of the final manuscript. Competing interests The authors declare that they have no competing interests. Received: 26 January 2011 Accepted: 3 October 2011 Published: 3 October 2011 References 1. World Health Organization: Diet, Nutrition and the Prevention of Chronic Diseases. Joint WHO/FAO Expert Consultation. Geneva: WHO; 2003, WHO Technical Report Series no. 916. Hilsen et al. International Journal of Behavioral Nutrition and Physical Activity 2011, 8:108 http://www.ijbnpa.org/content/8/1/108 Page 7 of 8 2. Lien N, Lytle LA, Klepp KI: Stability in consumption of fruit, vegetables, and sugary foods in a cohort from age 14 to age 21. Prev Med 2001, 33:217-226. 3. Kelder SH, Perry CL, Klepp KI, Lytle LL: Longitudinal tracking of adolescent smoking, physical activity, and food choice behaviors. Am J Public Health 1994, 84:1121-1126. 4. Andersen LF, Overby N, Lillegaard IT: Intake of fruit and vegetables among Norwegian children and adolescents. Tidsskr Nor Laegeforen 2004, 124:1396-1398. 5. Yngve A, Wolf A, Poortvliet E, Elmadfa I, Brug J, Ehrenblad B, et al: Fruit and vegetable intake in a sample of 11-year-old children in 9 European countries: The Pro Children Cross-sectional Survey. Ann Nutr Metab 2005, 49:236-245. 6. Sosial- og helsedirektoratet: Sosial- og helsedirektoratets handlingsplan mot sosiale ulikheter i helse: Gradientutfordringen. Oslo; 2005. 7. Holmboe-Ottesen G, Wandel M, Mosdol A: Social inequality and diet. Tidsskr Nor Laegeforen 2004, 124:1526-1528. 8. Bere E, van LF, Klepp KI, Brug J: Why do parents’ education level and income affect the amount of fruits and vegetables adolescents eat? Eur J Public Health 2008, 18:611-615. 9. Rasmussen M, Krolner R, Klepp KI, Lytle L, Brug J, Bere E, et al: Determinants of fruit and vegetable consumption among children and adolescents: a review of the literature. Part I: Quantitative studies. Int J Behav Nutr Phys Act 2006, 3 :22. 10. Bere E, Klepp KI: Correlates of fruit and vegetable intake among Norwegian schoolchildren: parental and self-reports. Public Health Nutr 2004, 7:991-998. 11. Bere E, Klepp KI: Changes in accessibility and preferences predict children’s future fruit and vegetable intake. Int J Behav Nutr Phys Act 2005, 2:15. 12. Bere E, Brug J, Klepp KI: Why do boys eat less fruit and vegetables than girls? Public Health Nutr 2008, 11:321-325. 13. Helse- og omsorgsdepartementet. St.meld. nr.20 (2006-2007): Nasjonal strategi for å utjevne sosiale helseforskjeller. Oslo: Helse- og omsorgsdepartementet; 2007. 14. Helse- og omsorgsdepartementet: Handlingsplan for et bedre kosthold i befolkningen (2007-2011): Oppskrift for et sunnere kosthold. Oslo: Helse- og omsorgsdepartementet; 2007. 15. Nasjonalt råd for ernæring: Et sunt kosthold for god helse: Strategisk plan med forslag til tiltak for perioden 2005-2009 skrevet på oppdrag fra Sosial- og helsedirektoratet. Oslo: Sosial- og helsedirektoratet; 2005. 16. Bere E, Veierod MB, Klepp KI: The Norwegian School Fruit Programme: evaluating paid vs. no-cost subscriptions. Prev Med 2005, 41:463-470. 17. Bere E, Veierod MB, Bjelland M, Klepp KI: Free school fruit–sustained effect 1 year later. Health Educ Res 2006, 21:268-275. 18. Bere E, Veierod MB, Bjelland M, Klepp KI: Outcome and process evaluation of a Norwegian school-randomized fruit and vegetable intervention: Fruits and Vegetables Make the Marks (FVMM). Health Educ Res 2006, 21:258-267. 19. Bere E, Hilsen M, Klepp KI: Effect of the nationwide free school fruit scheme in Norway. Br J Nutr 2010, 1-6. 20. Andersen LF, Bere E, Kolbjornsen N, Klepp KI: Validity and reproducibility of self-reported intake of fruit and vegetable among 6th graders. Eur J Clin Nutr 2004, 58:771-777. 21. Bere E, Klepp KI: Reliability of parental and self-reported determinants of fruit and vegetable intake among 6th graders. Public Health Nutr 2004, 7:353-356. 22. MacKinnon DP: Introduction to Statistical Mediation Analysis New York: Erlbaum; 2008. 23. Fairchild AJ, MacKinnon DP: A general model for testing mediation and moderation effects. Prev Sci 2009, 10:87-99. 24. Twisk J: Applied Multilevel Analysis Cambridge University Press; 2006. 25. Hanson MD, Chen E: Socioeconomic status and health behaviors in adolescence: a review of the literature. J Behav Med 2007, 30:263-285. 26. Det kongelige kunnskapsdepartement: Ot.prp. nr. 40 (2007-2008): Om lov om endringar i opplæringslova og privatskolelova. Oslo: Det kongelige kunnskapsdepartement; 2008. 27. Statistisk sentralbyrå: Fakta om utdanning 2010 - nøkkeltall fra 2008. Oslo; 2009. doi:10.1186/1479-5868-8-108 Cite this article as: Hilsen et al.: Changes in 10-12 year old’s fruit and vegetable intake in Norway from 2001 to 2008 in relation to gender and socioeconomic status - a comparison of two cross-sectional groups. International Journal of Behavioral Nutrition and Physical Activity 2011 8:108 . Submit your next manuscript to BioMed Central and take full advantage of: • Convenient online submission • Thorough peer review • No space constraints or color figure charges • Immediate publication on acceptance • Inclusion in PubMed, CAS, Scopus and Google Scholar • Research which is freely available for redistribution Submit your manuscript at www.biomedcentral.com/submit Hilsen et al. International Journal of Behavioral Nutrition and Physical Activity 2011, 8:108 http://www.ijbnpa.org/content/8/1/108 Page 8 of 8 . RESEARCH Open Access Changes in 1 0-1 2 year old’s fruit and vegetable intake in Norway from 2001 to 2008 in relation to gender and socioeconomic status - a comparison of two cross-sectional groups Marit. Oslo; 2009. doi:10.1186/147 9-5 86 8-8 -1 08 Cite this article as: Hilsen et al.: Changes in 1 0-1 2 year old’s fruit and vegetable intake in Norway from 2001 to 2008 in relation to gender and socioeconomic status - a comparison. fruits and vegetables for me as a snack’, “At home we usually have vegetables for dinner every day” and ‘At home we usually have fruits available in a (fruit- ) bowl’. These scales have been analysed

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  • Abstract

    • Background

    • Methods

    • Results

    • Conclusions

    • Background

    • Methods

      • Design and study sample

      • Instrument

      • Statistical analyses

      • Results

        • Changes in FV intake, accessibility and preferences over time

        • Mediated effect of accessibility and preferences on changes in FV intake over time

        • Moderated effect of parental education and gender on changes in FV intake over time

        • Mediation of a moderated effect of parental education and gender on changes in FV intake

        • Discussion

        • Conclusions

        • Funding

        • Author details

        • Authors' contributions

        • Competing interests

        • References

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